Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	35
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.6 KiB
Average record size in memory	163.7 B

Variable types

Text	1
Numeric	19

Alerts

`% of Total Population` is highly overall correlated with `Area (km*km)` and 15 other fields	High correlation
`Area (km*km)` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Arson` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Assault on women` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Dacoity` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Females` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Hurt` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Kidnapping and Abduction` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Literacy Rate (%)` is highly overall correlated with `% of Total Population` and 7 other fields	High correlation
`Males` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Murder` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Other Crimes Against SCs` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Population` is highly overall correlated with `% of Total Population` and 15 other fields	High correlation
`Prevention of atrocities (POA) Act` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Protection of Civil Rights (PCR) Act` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Robbery` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`Total_Crimes` is highly overall correlated with `% of Total Population` and 14 other fields	High correlation
`State` has unique values	Unique
`Population` has unique values	Unique
`Males` has unique values	Unique
`Females` has unique values	Unique
`Literacy Rate (%)` has unique values	Unique
`Area (km*km)` has unique values	Unique
`Murder` has 9 (25.7%) zeros	Zeros
`Assault on women` has 10 (28.6%) zeros	Zeros
`Kidnapping and Abduction` has 10 (28.6%) zeros	Zeros
`Dacoity` has 19 (54.3%) zeros	Zeros
`Robbery` has 13 (37.1%) zeros	Zeros
`Arson` has 14 (40.0%) zeros	Zeros
`Hurt` has 11 (31.4%) zeros	Zeros
`Prevention of atrocities (POA) Act` has 9 (25.7%) zeros	Zeros
`Protection of Civil Rights (PCR) Act` has 13 (37.1%) zeros	Zeros
`Other Crimes Against SCs` has 6 (17.1%) zeros	Zeros
`Total_Crimes` has 4 (11.4%) zeros	Zeros

Reproduction

Analysis started	2024-01-01 16:22:21.743566
Analysis finished	2024-01-01 16:23:07.300881
Duration	45.56 seconds
Software version	ydata-profiling vv4.6.2
Download configuration	config.json

State
Text

UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	408.0 B

Length

Max length	27
Median length	14
Mean length	10.285714
Min length	3

Characters and Unicode

Total characters	360
Distinct characters	43
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35 ?
Unique (%)	100.0%

Sample

1st row	Andhra Pradesh
2nd row	Arunachal Pradesh
3rd row	Assam
4th row	Bihar
5th row	Chandigarh

Value	Count	Frequency (%)
pradesh	5	9.6%
and	4	7.7%
delhi	1	1.9%
mizoram	1	1.9%
manipur	1	1.9%
arunachal	1	1.9%
gujarat	1	1.9%
assam	1	1.9%
bihar	1	1.9%
chandigarh	1	1.9%
Other values (35)	35	67.3%

Most occurring characters

Value	Count	Frequency (%)
a	76	21.1%
r	29	8.1%
h	27	7.5%
d	22	6.1%
n	20	5.6%
	17	4.7%
i	16	4.4%
s	16	4.4%
e	14	3.9%
t	11	3.1%
Other values (33)	112	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	295	81.9%
Uppercase Letter	48	13.3%
Space Separator	17	4.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	76	25.8%
r	29	9.8%
h	27	9.2%
d	22	7.5%
n	20	6.8%
i	16	5.4%
s	16	5.4%
e	14	4.7%
t	11	3.7%
m	10	3.4%
Other values (13)	54	18.3%

Uppercase Letter

Value	Count	Frequency (%)
P	7	14.6%
M	5	10.4%
A	4	8.3%
N	4	8.3%
D	4	8.3%
K	3	6.2%
H	3	6.2%
J	2	4.2%
C	2	4.2%
G	2	4.2%
Other values (9)	12	25.0%

Space Separator

Value	Count	Frequency (%)
	17	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	343	95.3%
Common	17	4.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	76	22.2%
r	29	8.5%
h	27	7.9%
d	22	6.4%
n	20	5.8%
i	16	4.7%
s	16	4.7%
e	14	4.1%
t	11	3.2%
m	10	2.9%
Other values (32)	102	29.7%

Common

Value	Count	Frequency (%)
	17	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	76	21.1%
r	29	8.1%
h	27	7.5%
d	22	6.1%
n	20	5.6%
	17	4.7%
i	16	4.4%
s	16	4.4%
e	14	3.9%
t	11	3.1%
Other values (33)	112	31.1%

Population
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34592027

Minimum	64473
Maximum	1.9981234 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	64473
5-th percentile	313570.4
Q1	1421136
median	16787941
Q3	60767494
95-th percentile	1.0658192 × 10⁸
Maximum	1.9981234 × 10⁸
Range	1.9974787 × 10⁸
Interquartile range (IQR)	59346358

Descriptive statistics

Standard deviation	44455165
Coefficient of variation (CV)	1.2851275
Kurtosis	4.3219862
Mean	34592027
Median Absolute Deviation (MAD)	16177364
Skewness	1.8598235
Sum	1.2107209 × 10⁹
Variance	1.9762617 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
84580777	1	2.9%
72147030	1	2.9%
1978502	1	2.9%
41974218	1	2.9%
1247953	1	2.9%
27743338	1	2.9%
68548437	1	2.9%
610577	1	2.9%
3673917	1	2.9%
2966889	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
64473	1	2.9%
243247	1	2.9%
343709	1	2.9%
380581	1	2.9%
610577	1	2.9%
1055450	1	2.9%
1097206	1	2.9%
1247953	1	2.9%
1383727	1	2.9%
1458545	1	2.9%

Value	Count	Frequency (%)
199812341	1	2.9%
112374333	1	2.9%
104099452	1	2.9%
91276115	1	2.9%
84580777	1	2.9%
72626809	1	2.9%
72147030	1	2.9%
68548437	1	2.9%
61095297	1	2.9%
60439692	1	2.9%

% of Total Population
Real number (ℝ)

HIGH CORRELATION

Distinct	33
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8568571

Minimum	0.01
Maximum	16.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0.01
5-th percentile	0.027
Q1	0.115
median	1.39
Q3	5.02
95-th percentile	8.804
Maximum	16.5
Range	16.49
Interquartile range (IQR)	4.905

Descriptive statistics

Standard deviation	3.6719427
Coefficient of variation (CV)	1.2853085
Kurtosis	4.3148657
Mean	2.8568571
Median Absolute Deviation (MAD)	1.33
Skewness	1.8585872
Sum	99.99
Variance	13.483163
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0.03	2	5.7%
0.09	2	5.7%
6.99	1	2.9%
0.05	1	2.9%
0.16	1	2.9%
3.47	1	2.9%
0.1	1	2.9%
2.29	1	2.9%
5.66	1	2.9%
0.3	1	2.9%
Other values (23)	23	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	2.9%
0.02	1	2.9%
0.03	2	5.7%
0.05	1	2.9%
0.09	2	5.7%
0.1	1	2.9%
0.11	1	2.9%
0.12	1	2.9%
0.16	1	2.9%
0.21	1	2.9%

Value	Count	Frequency (%)
16.5	1	2.9%
9.28	1	2.9%
8.6	1	2.9%
7.54	1	2.9%
6.99	1	2.9%
6	1	2.9%
5.96	1	2.9%
5.66	1	2.9%
5.05	1	2.9%
4.99	1	2.9%

Males
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17800624

Minimum	33123
Maximum	1.0448051 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	33123
5-th percentile	180722.3
Q1	726526
median	8887326
Q3	31228958
95-th percentile	55467627
Maximum	1.0448051 × 10⁸
Range	1.0444739 × 10⁸
Interquartile range (IQR)	30502432

Descriptive statistics

Standard deviation	23055506
Coefficient of variation (CV)	1.2952077
Kurtosis	4.6276226
Mean	17800624
Median Absolute Deviation (MAD)	8306663
Skewness	1.9146508
Sum	6.2302184 × 10⁸
Variance	5.3155637 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
42442146	1	2.9%
36137975	1	2.9%
1024649	1	2.9%
21212136	1	2.9%
612511	1	2.9%
14639465	1	2.9%
35550997	1	2.9%
323070	1	2.9%
1874376	1	2.9%
1491832	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33123	1	2.9%
150301	1	2.9%
193760	1	2.9%
202871	1	2.9%
323070	1	2.9%
555339	1	2.9%
580663	1	2.9%
612511	1	2.9%
713912	1	2.9%
739140	1	2.9%

Value	Count	Frequency (%)
104480510	1	2.9%
58243056	1	2.9%
54278157	1	2.9%
46809027	1	2.9%
42442146	1	2.9%
37612306	1	2.9%
36137975	1	2.9%
35550997	1	2.9%
31491260	1	2.9%
30966657	1	2.9%

Females
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16784221

Minimum	31350
Maximum	95331831
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	31350
5-th percentile	132848.1
Q1	694610
median	7800615
Q3	29538536
95-th percentile	51114290
Maximum	95331831
Range	95300481
Interquartile range (IQR)	28843926

Descriptive statistics

Standard deviation	21413558
Coefficient of variation (CV)	1.2758148
Kurtosis	3.9926285
Mean	16784221
Median Absolute Deviation (MAD)	7513108
Skewness	1.8006592
Sum	5.8744773 × 10⁸
Variance	4.5854046 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
42138631	1	2.9%
36009055	1	2.9%
953853	1	2.9%
20762082	1	2.9%
635442	1	2.9%
13103873	1	2.9%
32997440	1	2.9%
287507	1	2.9%
1799541	1	2.9%
1475057	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31350	1	2.9%
92946	1	2.9%
149949	1	2.9%
177710	1	2.9%
287507	1	2.9%
474787	1	2.9%
541867	1	2.9%
635442	1	2.9%
669815	1	2.9%
719405	1	2.9%

Value	Count	Frequency (%)
95331831	1	2.9%
54131277	1	2.9%
49821295	1	2.9%
44467088	1	2.9%
42138631	1	2.9%
36009055	1	2.9%
35014503	1	2.9%
32997440	1	2.9%
30128640	1	2.9%
28948432	1	2.9%

Sex Ratio
Real number (ℝ)

Distinct	33
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	931.22857

Minimum	618
Maximum	1084
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	618
5-th percentile	804.8
Q1	903.5
median	946
Q3	974.5
95-th percentile	1008.3
Maximum	1084
Range	466
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	79.883402
Coefficient of variation (CV)	0.085782809
Kurtosis	6.3699564
Mean	931.22857
Median Absolute Deviation (MAD)	33
Skewness	-1.8632571
Sum	32593
Variance	6381.358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
931	2	5.7%
973	2	5.7%
993	1	2.9%
960	1	2.9%
1037	1	2.9%
895	1	2.9%
928	1	2.9%
890	1	2.9%
996	1	2.9%
912	1	2.9%
Other values (23)	23	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
618	1	2.9%
774	1	2.9%
818	1	2.9%
868	1	2.9%
876	1	2.9%
879	1	2.9%
889	1	2.9%
890	1	2.9%
895	1	2.9%
912	1	2.9%

Value	Count	Frequency (%)
1084	1	2.9%
1037	1	2.9%
996	1	2.9%
993	1	2.9%
992	1	2.9%
991	1	2.9%
989	1	2.9%
979	1	2.9%
976	1	2.9%
973	2	5.7%

Literacy Rate (%)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.940286

Minimum	61.8
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	61.8
5-th percentile	65.891
Q1	71.235
median	78.03
Q3	85.95
95-th percentile	91.486
Maximum	94
Range	32.2
Interquartile range (IQR)	14.715

Descriptive statistics

Standard deviation	8.5988373
Coefficient of variation (CV)	0.11032597
Kurtosis	-0.95077088
Mean	77.940286
Median Absolute Deviation (MAD)	7.82
Skewness	0.0022796746
Sum	2727.91
Variance	73.940003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
67.02	1	2.9%
80.09	1	2.9%
79.55	1	2.9%
72.87	1	2.9%
85.85	1	2.9%
75.84	1	2.9%
66.11	1	2.9%
81.42	1	2.9%
87.22	1	2.9%
74.43	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
61.8	1	2.9%
65.38	1	2.9%
66.11	1	2.9%
66.41	1	2.9%
67.02	1	2.9%
67.16	1	2.9%
67.68	1	2.9%
69.32	1	2.9%
70.28	1	2.9%
72.19	1	2.9%

Value	Count	Frequency (%)
94	1	2.9%
91.85	1	2.9%
91.33	1	2.9%
88.7	1	2.9%
87.22	1	2.9%
87.1	1	2.9%
86.63	1	2.9%
86.21	1	2.9%
86.05	1	2.9%
85.85	1	2.9%

Area (km*km)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	35
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93921.171

Minimum	32
Maximum	342239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	32
5-th percentile	113.4
Q1	9367.5
median	53483
Q3	145449
95-th percentile	307872.6
Maximum	342239
Range	342207
Interquartile range (IQR)	136081.5

Descriptive statistics

Standard deviation	103754.36
Coefficient of variation (CV)	1.1046962
Kurtosis	0.0043175737
Mean	93921.171
Median Absolute Deviation (MAD)	49781
Skewness	1.0873597
Sum	3287241
Variance	1.0764968 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
275045	1	2.9%
130058	1	2.9%
16579	1	2.9%
155707	1	2.9%
479	1	2.9%
50362	1	2.9%
342239	1	2.9%
7096	1	2.9%
10486	1	2.9%
22429	1	2.9%
Other values (25)	25	71.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	2.9%
112	1	2.9%
114	1	2.9%
479	1	2.9%
491	1	2.9%
1484	1	2.9%
3702	1	2.9%
7096	1	2.9%
8249	1	2.9%
10486	1	2.9%

Value	Count	Frequency (%)
342239	1	2.9%
308245	1	2.9%
307713	1	2.9%
275045	1	2.9%
240928	1	2.9%
222236	1	2.9%
196024	1	2.9%
191791	1	2.9%
155707	1	2.9%
135191	1	2.9%

Density (1/km*km)
Real number (ℝ)

Distinct	33
Distinct (%)	94.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1091.8857

Minimum	17
Maximum	11297
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	17
5-th percentile	50.2
Q1	160.5
median	350
Q3	763
95-th percentile	4594.2
Maximum	11297
Range	11280
Interquartile range (IQR)	602.5

Descriptive statistics

Standard deviation	2385.4582
Coefficient of variation (CV)	2.1847142
Kurtosis	13.300037
Mean	1091.8857
Median Absolute Deviation (MAD)	227
Skewness	3.6659287
Sum	38216
Variance	5690410.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
308	2	5.7%
189	2	5.7%
555	1	2.9%
119	1	2.9%
269	1	2.9%
2598	1	2.9%
550	1	2.9%
201	1	2.9%
86	1	2.9%
350	1	2.9%
Other values (23)	23	65.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
17	1	2.9%
46	1	2.9%
52	1	2.9%
56	1	2.9%
86	1	2.9%
119	1	2.9%
122	1	2.9%
123	1	2.9%
132	1	2.9%
189	2	5.7%

Value	Count	Frequency (%)
11297	1	2.9%
9252	1	2.9%
2598	1	2.9%
2169	1	2.9%
2013	1	2.9%
1102	1	2.9%
1030	1	2.9%
859	1	2.9%
828	1	2.9%
698	1	2.9%

Murder
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	71.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	225.71429

Minimum	0
Maximum	3577
Zeros	9
Zeros (%)	25.7%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	12
Q3	181
95-th percentile	759.6
Maximum	3577
Range	3577
Interquartile range (IQR)	180.5

Descriptive statistics

Standard deviation	625.69776
Coefficient of variation (CV)	2.7720787
Kurtosis	25.729487
Mean	225.71429
Median Absolute Deviation (MAD)	12
Skewness	4.8514547
Sum	7900
Variance	391497.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	9	25.7%
4	2	5.7%
1	2	5.7%
556	1	2.9%
12	1	2.9%
2	1	2.9%
50	1	2.9%
3577	1	2.9%
352	1	2.9%
8	1	2.9%
Other values (15)	15	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	25.7%
1	2	5.7%
2	1	2.9%
3	1	2.9%
4	2	5.7%
8	1	2.9%
10	1	2.9%
12	1	2.9%
32	1	2.9%
36	1	2.9%

Value	Count	Frequency (%)
3577	1	2.9%
1062	1	2.9%
630	1	2.9%
556	1	2.9%
352	1	2.9%
302	1	2.9%
286	1	2.9%
243	1	2.9%
204	1	2.9%
158	1	2.9%

Assault on women
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	454.77143

Minimum	0
Maximum	4107
Zeros	10
Zeros (%)	28.6%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	57
Q3	388
95-th percentile	2423.8
Maximum	4107
Range	4107
Interquartile range (IQR)	388

Descriptive statistics

Standard deviation	948.53736
Coefficient of variation (CV)	2.0857453
Kurtosis	9.0484407
Mean	454.77143
Median Absolute Deviation (MAD)	57
Skewness	3.0084463
Sum	15917
Variance	899723.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	10	28.6%
1110	1	2.9%
19	1	2.9%
65	1	2.9%
3625	1	2.9%
15	1	2.9%
259	1	2.9%
17	1	2.9%
1909	1	2.9%
115	1	2.9%
Other values (16)	16	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	28.6%
1	1	2.9%
2	1	2.9%
6	1	2.9%
7	1	2.9%
15	1	2.9%
17	1	2.9%
19	1	2.9%
57	1	2.9%
65	1	2.9%

Value	Count	Frequency (%)
4107	1	2.9%
3625	1	2.9%
1909	1	2.9%
1110	1	2.9%
979	1	2.9%
782	1	2.9%
661	1	2.9%
574	1	2.9%
447	1	2.9%
329	1	2.9%

Kidnapping and Abduction
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.65714

Minimum	0
Maximum	2225
Zeros	10
Zeros (%)	28.6%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	111.5
95-th percentile	408.5
Maximum	2225
Range	2225
Interquartile range (IQR)	111.5

Descriptive statistics

Standard deviation	383.30536
Coefficient of variation (CV)	2.8678255
Kurtosis	27.863981
Mean	133.65714
Median Absolute Deviation (MAD)	8
Skewness	5.0799303
Sum	4678
Variance	146923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	10	28.6%
1	4	11.4%
2	2	5.7%
238	1	2.9%
151	1	2.9%
2225	1	2.9%
6	1	2.9%
62	1	2.9%
8	1	2.9%
365	1	2.9%
Other values (12)	12	34.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	28.6%
1	4	11.4%
2	2	5.7%
6	1	2.9%
8	1	2.9%
18	1	2.9%
23	1	2.9%
27	1	2.9%
43	1	2.9%
44	1	2.9%

Value	Count	Frequency (%)
2225	1	2.9%
510	1	2.9%
365	1	2.9%
301	1	2.9%
238	1	2.9%
221	1	2.9%
151	1	2.9%
135	1	2.9%
127	1	2.9%
96	1	2.9%

Dacoity
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	13
Distinct (%)	37.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.285714

Minimum	0
Maximum	122
Zeros	19
Zeros (%)	54.3%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	9
95-th percentile	64
Maximum	122
Range	122
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	25.930418
Coefficient of variation (CV)	2.2976319
Kurtosis	10.988821
Mean	11.285714
Median Absolute Deviation (MAD)	0
Skewness	3.2494927
Sum	395
Variance	672.38655
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	19	54.3%
1	3	8.6%
9	2	5.7%
5	2	5.7%
14	1	2.9%
29	1	2.9%
85	1	2.9%
8	1	2.9%
16	1	2.9%
17	1	2.9%
Other values (3)	3	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19	54.3%
1	3	8.6%
5	2	5.7%
8	1	2.9%
9	2	5.7%
14	1	2.9%
16	1	2.9%
17	1	2.9%
18	1	2.9%
29	1	2.9%

Value	Count	Frequency (%)
122	1	2.9%
85	1	2.9%
55	1	2.9%
29	1	2.9%
18	1	2.9%
17	1	2.9%
16	1	2.9%
14	1	2.9%
9	2	5.7%
8	1	2.9%

Robbery
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	48.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.228571

Minimum	0
Maximum	214
Zeros	13
Zeros (%)	37.1%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	26
95-th percentile	132.1
Maximum	214
Range	214
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	54.064823
Coefficient of variation (CV)	1.9855916
Kurtosis	6.9808741
Mean	27.228571
Median Absolute Deviation (MAD)	1
Skewness	2.6601387
Sum	953
Variance	2923.005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0	13	37.1%
1	5	14.3%
33	2	5.7%
214	2	5.7%
39	1	2.9%
9	1	2.9%
4	1	2.9%
67	1	2.9%
97	1	2.9%
96	1	2.9%
Other values (7)	7	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	37.1%
1	5	14.3%
2	1	2.9%
4	1	2.9%
6	1	2.9%
9	1	2.9%
10	1	2.9%
13	1	2.9%
15	1	2.9%
19	1	2.9%

Value	Count	Frequency (%)
214	2	5.7%
97	1	2.9%
96	1	2.9%
77	1	2.9%
67	1	2.9%
39	1	2.9%
33	2	5.7%
19	1	2.9%
15	1	2.9%
13	1	2.9%

Arson
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.628571

Minimum	0
Maximum	715
Zeros	14
Zeros (%)	40.0%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	60.5
95-th percentile	456.5
Maximum	715
Range	715
Interquartile range (IQR)	60.5

Descriptive statistics

Standard deviation	163.5791
Coefficient of variation (CV)	2.1072023
Kurtosis	7.1871044
Mean	77.628571
Median Absolute Deviation (MAD)	1
Skewness	2.692589
Sum	2717
Variance	26758.123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	14	40.0%
1	4	11.4%
136	1	2.9%
446	1	2.9%
715	1	2.9%
89	1	2.9%
2	1	2.9%
481	1	2.9%
170	1	2.9%
109	1	2.9%
Other values (9)	9	25.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	40.0%
1	4	11.4%
2	1	2.9%
4	1	2.9%
17	1	2.9%
20	1	2.9%
21	1	2.9%
22	1	2.9%
25	1	2.9%
32	1	2.9%

Value	Count	Frequency (%)
715	1	2.9%
481	1	2.9%
446	1	2.9%
309	1	2.9%
170	1	2.9%
136	1	2.9%
115	1	2.9%
109	1	2.9%
89	1	2.9%
32	1	2.9%

Hurt
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	25
Distinct (%)	71.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1404.4

Minimum	0
Maximum	9993
Zeros	11
Zeros (%)	31.4%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	64
Q3	1981
95-th percentile	6363.2
Maximum	9993
Range	9993
Interquartile range (IQR)	1981

Descriptive statistics

Standard deviation	2427.873
Coefficient of variation (CV)	1.7287618
Kurtosis	4.1800846
Mean	1404.4
Median Absolute Deviation (MAD)	64
Skewness	2.0934503
Sum	49154
Variance	5894567.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	11	31.4%
7248	1	2.9%
766	1	2.9%
26	1	2.9%
160	1	2.9%
4889	1	2.9%
64	1	2.9%
2269	1	2.9%
39	1	2.9%
5984	1	2.9%
Other values (15)	15	42.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	31.4%
1	1	2.9%
5	1	2.9%
7	1	2.9%
11	1	2.9%
26	1	2.9%
39	1	2.9%
64	1	2.9%
134	1	2.9%
160	1	2.9%

Value	Count	Frequency (%)
9993	1	2.9%
7248	1	2.9%
5984	1	2.9%
4889	1	2.9%
4524	1	2.9%
3281	1	2.9%
3271	1	2.9%
2269	1	2.9%
2023	1	2.9%
1939	1	2.9%

Prevention of atrocities (POA) Act
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	26
Distinct (%)	74.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3558.8286

Minimum	0
Maximum	26378
Zeros	9
Zeros (%)	25.7%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.5
median	256
Q3	3032.5
95-th percentile	17639.5
Maximum	26378
Range	26378
Interquartile range (IQR)	3032

Descriptive statistics

Standard deviation	6726.3383
Coefficient of variation (CV)	1.8900428
Kurtosis	4.6655657
Mean	3558.8286
Median Absolute Deviation (MAD)	256
Skewness	2.2680443
Sum	124559
Variance	45243626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	9	25.7%
3	2	5.7%
15160	1	2.9%
2855	1	2.9%
111	1	2.9%
619	1	2.9%
26378	1	2.9%
8	1	2.9%
10845	1	2.9%
7939	1	2.9%
Other values (16)	16	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	25.7%
1	1	2.9%
3	2	5.7%
6	1	2.9%
8	1	2.9%
12	1	2.9%
17	1	2.9%
111	1	2.9%
256	1	2.9%
619	1	2.9%

Value	Count	Frequency (%)
26378	1	2.9%
23425	1	2.9%
15160	1	2.9%
13773	1	2.9%
10845	1	2.9%
9711	1	2.9%
7939	1	2.9%
3971	1	2.9%
3210	1	2.9%
2855	1	2.9%

Protection of Civil Rights (PCR) Act
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	20
Distinct (%)	57.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122

Minimum	0
Maximum	1511
Zeros	13
Zeros (%)	37.1%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	29.5
95-th percentile	500.3
Maximum	1511
Range	1511
Interquartile range (IQR)	29.5

Descriptive statistics

Standard deviation	292.79575
Coefficient of variation (CV)	2.3999652
Kurtosis	14.878508
Mean	122
Median Absolute Deviation (MAD)	4
Skewness	3.5417233
Sum	4270
Variance	85729.353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	13	37.1%
1	3	8.6%
11	2	5.7%
1511	1	2.9%
4	1	2.9%
500	1	2.9%
7	1	2.9%
5	1	2.9%
231	1	2.9%
18	1	2.9%
Other values (10)	10	28.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	37.1%
1	3	8.6%
3	1	2.9%
4	1	2.9%
5	1	2.9%
6	1	2.9%
7	1	2.9%
11	2	5.7%
18	1	2.9%
19	1	2.9%

Value	Count	Frequency (%)
1511	1	2.9%
501	1	2.9%
500	1	2.9%
482	1	2.9%
466	1	2.9%
378	1	2.9%
231	1	2.9%
55	1	2.9%
35	1	2.9%
24	1	2.9%

Other Crimes Against SCs
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	29
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4562.6286

Minimum	0
Maximum	37653
Zeros	6
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	148
Q3	4020.5
95-th percentile	31792.9
Maximum	37653
Range	37653
Interquartile range (IQR)	4014.5

Descriptive statistics

Standard deviation	9840.5553
Coefficient of variation (CV)	2.1567733
Kurtosis	6.0147319
Mean	4562.6286
Median Absolute Deviation (MAD)	148
Skewness	2.6373626
Sum	159692
Variance	96836528
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0	6	17.1%
5	2	5.7%
17412	1	2.9%
5354	1	2.9%
148	1	2.9%
45	1	2.9%
34294	1	2.9%
84	1	2.9%
4227	1	2.9%
18	1	2.9%
Other values (19)	19	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	17.1%
4	1	2.9%
5	2	5.7%
7	1	2.9%
10	1	2.9%
12	1	2.9%
13	1	2.9%
18	1	2.9%
31	1	2.9%
45	1	2.9%

Value	Count	Frequency (%)
37653	1	2.9%
34294	1	2.9%
30721	1	2.9%
17412	1	2.9%
7455	1	2.9%
5399	1	2.9%
5354	1	2.9%
4274	1	2.9%
4227	1	2.9%
3814	1	2.9%

Total_Crimes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	31
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10578.143

Minimum	0
Maximum	76473
Zeros	4
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	408.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	22.5
median	945
Q3	12674.5
95-th percentile	51367.6
Maximum	76473
Range	76473
Interquartile range (IQR)	12652

Descriptive statistics

Standard deviation	18900.872
Coefficient of variation (CV)	1.7867855
Kurtosis	4.0957825
Mean	10578.143
Median Absolute Deviation (MAD)	945
Skewness	2.1306502
Sum	370235
Variance	3.5724296 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	4	11.4%
2	2	5.7%
11409	1	2.9%
5	1	2.9%
7	1	2.9%
309	1	2.9%
971	1	2.9%
76473	1	2.9%
183	1	2.9%
18623	1	2.9%
Other values (21)	21	60.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	11.4%
2	2	5.7%
5	1	2.9%
7	1	2.9%
12	1	2.9%
33	1	2.9%
42	1	2.9%
50	1	2.9%
99	1	2.9%
183	1	2.9%

Value	Count	Frequency (%)
76473	1	2.9%
55002	1	2.9%
49810	1	2.9%
43419	1	2.9%
33341	1	2.9%
24406	1	2.9%
18623	1	2.9%
18406	1	2.9%
13940	1	2.9%
11409	1	2.9%

Auto

Heatmap
Table

	% of Total Population	Area (km*km)	Arson	Assault on women	Dacoity	Density (1/km*km)	Females	Hurt	Kidnapping and Abduction	Literacy Rate (%)	Males	Murder	Other Crimes Against SCs	Population	Prevention of atrocities (POA) Act	Protection of Civil Rights (PCR) Act	Robbery	Sex Ratio	Total_Crimes
% of Total Population	1.000	0.852	0.834	0.840	0.779	0.148	1.000	0.853	0.776	-0.538	0.999	0.849	0.872	1.000	0.868	0.777	0.762	0.200	0.880
Area (km*km)	0.852	1.000	0.811	0.803	0.724	-0.284	0.852	0.796	0.735	-0.703	0.851	0.817	0.795	0.854	0.715	0.686	0.776	0.180	0.769
Arson	0.834	0.811	1.000	0.909	0.858	0.033	0.832	0.950	0.921	-0.535	0.838	0.918	0.904	0.834	0.849	0.689	0.909	0.111	0.899
Assault on women	0.840	0.803	0.909	1.000	0.803	0.034	0.836	0.939	0.901	-0.459	0.838	0.921	0.956	0.839	0.878	0.699	0.866	0.148	0.931
Dacoity	0.779	0.724	0.858	0.803	1.000	0.102	0.778	0.820	0.829	-0.438	0.782	0.822	0.830	0.779	0.815	0.779	0.902	0.155	0.819
Density (1/km*km)	0.148	-0.284	0.033	0.034	0.102	1.000	0.143	0.083	0.056	0.212	0.151	0.029	0.116	0.140	0.251	0.220	-0.054	-0.178	0.188
Females	1.000	0.852	0.832	0.836	0.778	0.143	1.000	0.851	0.773	-0.531	0.999	0.848	0.869	1.000	0.868	0.780	0.761	0.209	0.877
Hurt	0.853	0.796	0.950	0.939	0.820	0.083	0.851	1.000	0.922	-0.506	0.853	0.939	0.950	0.853	0.916	0.756	0.887	0.222	0.951
Kidnapping and Abduction	0.776	0.735	0.921	0.901	0.829	0.056	0.773	0.922	1.000	-0.491	0.779	0.932	0.916	0.775	0.825	0.658	0.922	0.095	0.906
Literacy Rate (%)	-0.538	-0.703	-0.535	-0.459	-0.438	0.212	-0.531	-0.506	-0.491	1.000	-0.543	-0.559	-0.465	-0.535	-0.412	-0.417	-0.462	0.055	-0.480
Males	0.999	0.851	0.838	0.838	0.782	0.151	0.999	0.853	0.779	-0.543	1.000	0.849	0.870	0.999	0.868	0.775	0.761	0.183	0.878
Murder	0.849	0.817	0.918	0.921	0.822	0.029	0.848	0.939	0.932	-0.559	0.849	1.000	0.951	0.849	0.889	0.778	0.891	0.155	0.958
Other Crimes Against SCs	0.872	0.795	0.904	0.956	0.830	0.116	0.869	0.950	0.916	-0.465	0.870	0.951	1.000	0.871	0.925	0.788	0.862	0.133	0.977
Population	1.000	0.854	0.834	0.839	0.779	0.140	1.000	0.853	0.775	-0.535	0.999	0.849	0.871	1.000	0.867	0.776	0.763	0.204	0.879
Prevention of atrocities (POA) Act	0.868	0.715	0.849	0.878	0.815	0.251	0.868	0.916	0.825	-0.412	0.868	0.889	0.925	0.867	1.000	0.867	0.811	0.188	0.959
Protection of Civil Rights (PCR) Act	0.777	0.686	0.689	0.699	0.779	0.220	0.780	0.756	0.658	-0.417	0.775	0.778	0.788	0.776	0.867	1.000	0.680	0.245	0.827
Robbery	0.762	0.776	0.909	0.866	0.902	-0.054	0.761	0.887	0.922	-0.462	0.761	0.891	0.862	0.763	0.811	0.680	1.000	0.143	0.856
Sex Ratio	0.200	0.180	0.111	0.148	0.155	-0.178	0.209	0.222	0.095	0.055	0.183	0.155	0.133	0.204	0.188	0.245	0.143	1.000	0.144
Total_Crimes	0.880	0.769	0.899	0.931	0.819	0.188	0.877	0.951	0.906	-0.480	0.878	0.958	0.977	0.879	0.959	0.827	0.856	0.144	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	State	Population	% of Total Population	Males	Females	Sex Ratio	Literacy Rate (%)	Area (km*km)	Density (1/km*km)	Murder	Assault on women	Kidnapping and Abduction	Dacoity	Robbery	Arson	Hurt	Prevention of atrocities (POA) Act	Protection of Civil Rights (PCR) Act	Other Crimes Against SCs	Total_Crimes
0	Andhra Pradesh	84580777	6.99	42442146	42138631	993	67.02	275045	308	556	1110	238	9	39	136	7248	15160	1511	17412	43419
1	Arunachal Pradesh	1383727	0.11	713912	669815	938	65.38	83743	17	1	0	0	0	1	0	0	0	0	0	2
2	Assam	31205576	2.58	15939443	15266133	958	72.19	78438	397	57	57	96	14	33	25	341	3	1	318	945
3	Bihar	104099452	8.60	54278157	49821295	918	61.80	94163	1102	286	284	127	29	77	309	4524	23425	466	3814	33341
4	Chandigarh	1055450	0.09	580663	474787	818	86.05	114	9252	0	2	0	0	0	0	0	6	0	4	12
5	Chhattisgarh	25545198	2.11	12832895	12712303	991	70.28	135191	189	117	661	43	1	13	17	743	923	24	2672	5214
6	Delhi	16787941	1.39	8887326	7800615	868	86.21	1484	11297	1	0	0	0	0	0	0	256	6	10	273
7	Goa	1458545	0.12	739140	719405	973	88.70	3702	394	0	1	0	0	0	0	1	17	1	13	33
8	Gujarat	60439692	4.99	31491260	28948432	919	78.03	196024	308	204	325	301	85	214	115	3271	3971	55	5399	13940
9	Haryana	25351462	2.09	13494734	11856728	879	75.55	44212	573	128	447	221	1	10	32	524	852	3	1148	3366

	State	Population	% of Total Population	Males	Females	Sex Ratio	Literacy Rate (%)	Area (km*km)	Density (1/km*km)	Murder	Assault on women	Kidnapping and Abduction	Dacoity	Robbery	Arson	Hurt	Prevention of atrocities (POA) Act	Protection of Civil Rights (PCR) Act	Other Crimes Against SCs	Total_Crimes
25	Sikkim	610577	0.05	323070	287507	890	81.42	7096	86	8	17	8	0	4	2	39	3	0	18	99
26	Tamil Nadu	72147030	5.96	36137975	36009055	996	80.09	130058	555	352	259	62	5	15	89	2269	10845	500	4227	18623
27	Tripura	3673917	0.30	1874376	1799541	960	87.22	10486	350	4	15	6	0	1	1	64	8	0	84	183
28	Uttar Pradesh	199812341	16.50	104480510	95331831	912	67.68	240928	828	3577	3625	2225	55	214	715	4889	26378	501	34294	76473
29	Uttarakhand	10086292	0.83	5137773	4948519	963	79.63	53483	189	50	65	27	0	1	4	160	619	0	45	971
30	West Bengal	91276115	7.54	46809027	44467088	950	76.26	88752	1030	2	19	1	0	0	1	26	111	1	148	309
31	Andaman and Nicobar Islands	380581	0.03	202871	177710	876	86.63	8249	46	0	0	0	0	0	0	0	0	0	0	0
32	Dadra and Nagar Haveli	343709	0.03	193760	149949	774	76.24	491	698	0	0	2	0	0	0	0	0	0	5	7
33	Daman and Diu	243247	0.02	150301	92946	618	87.10	112	2169	0	0	0	0	0	0	0	0	0	5	5
34	Jammu and Kashmir	12541302	1.04	6640662	5900640	889	67.16	222236	56	3	7	0	0	0	1	7	1	11	12	42

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample